Fold 0
Model 0 best validation auc = 0.828169 on epoch 7
Model 0 test auc = 0.849488
Ensemble test auc = 0.849488
Fold 1
Model 0 best validation auc = 0.846479 on epoch 7
Model 0 test auc = 0.797110
Ensemble test auc = 0.797110
Fold 2
Model 0 best validation auc = 0.815023 on epoch 8
Model 0 test auc = 0.865744
Ensemble test auc = 0.865744
Fold 3
Model 0 best validation auc = 0.844131 on epoch 6
Model 0 test auc = 0.697772
Ensemble test auc = 0.697772
Fold 4
Model 0 best validation auc = 0.809390 on epoch 13
Model 0 test auc = 0.818784
Ensemble test auc = 0.818784
Fold 5
Model 0 best validation auc = 0.817840 on epoch 10
Model 0 test auc = 0.893438
Ensemble test auc = 0.893438
Fold 6
Model 0 best validation auc = 0.823474 on epoch 8
Model 0 test auc = 0.827213
Ensemble test auc = 0.827213
Fold 7
Model 0 best validation auc = 0.820657 on epoch 15
Model 0 test auc = 0.848284
Ensemble test auc = 0.848284
Fold 8
Model 0 best validation auc = 0.800469 on epoch 21
Model 0 test auc = 0.794702
Ensemble test auc = 0.794702
Fold 9
Model 0 best validation auc = 0.833333 on epoch 5
Model 0 test auc = 0.712824
Ensemble test auc = 0.712824
10-fold cross validation
	Seed 0 ==> test auc = 0.849488
	Seed 1 ==> test auc = 0.797110
	Seed 2 ==> test auc = 0.865744
	Seed 3 ==> test auc = 0.697772
	Seed 4 ==> test auc = 0.818784
	Seed 5 ==> test auc = 0.893438
	Seed 6 ==> test auc = 0.827213
	Seed 7 ==> test auc = 0.848284
	Seed 8 ==> test auc = 0.794702
	Seed 9 ==> test auc = 0.712824
Overall test auc = 0.810536 +/- 0.059919
Elapsed time = 0:03:24
